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cs.CR2021★ 26 cited
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy
Héber H. Arcolezi, Jean-François Couchot, Bechara Al Bouna +1
With local differential privacy (LDP), users can privatize their data and thus guarantee privacy properties before transmitting it to the server (a.k.a. the aggregator). One primar…
cs.CR2016
On the Evaluation of the Privacy Breach in Disassociated Set-Valued Datasets
Sara Barakat, Bechara Al Bouna, Mohamed Nassar +1
Data anonymization is gaining much attention these days as it provides the fundamental requirements to safely outsource datasets containing identifying information. While some tech…